monoreg
Bayesian Monotonic Regression Using a Marked Point Process Construction
An extended version of the nonparametric Bayesian monotonic regression procedure described in Saarela & Arjas (2011) <DOI:10.1111/j.1467-9469.2010.00716.x>, allowing for multiple additive monotonic components in the linear predictor, and time-to-event outcomes through case-base sampling. The extension and its applications, including estimation of absolute risks, are described in Saarela & Arjas (2015) <DOI:10.1111/sjos.12125>. The package also implements the nonparametric ordinal regression model described in Saarela, Rohrbeck & Arjas <DOI:10.1214/22-BA1310>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
2.1 |
rolling linux/jammy R-4.5 | monoreg_2.1.tar.gz |
769.9 KiB |
2.1 |
rolling linux/noble R-4.5 | monoreg_2.1.tar.gz |
770.7 KiB |
2.1 |
rolling source/ R- | monoreg_2.1.tar.gz |
721.6 KiB |
2.1 |
latest linux/jammy R-4.5 | monoreg_2.1.tar.gz |
769.9 KiB |
2.1 |
latest linux/noble R-4.5 | monoreg_2.1.tar.gz |
770.7 KiB |
2.1 |
latest source/ R- | monoreg_2.1.tar.gz |
721.6 KiB |
2.1 |
2026-04-26 source/ R- | monoreg_2.1.tar.gz |
721.6 KiB |
2.1 |
2026-04-23 source/ R- | monoreg_2.1.tar.gz |
721.6 KiB |
2.1 |
2026-04-09 windows/windows R-4.5 | monoreg_2.1.zip |
825.6 KiB |
2.1 |
2025-04-20 source/ R- | monoreg_2.1.tar.gz |
721.6 KiB |